Run
8880943

Run 8880943

Task 3823 (Supervised Classification) postoperative-patient-data Uploaded 10-03-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.43
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3.8502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.415
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4128
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5382
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10-fold Crossvalidation)
Recall
0.6556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0817
Cross-validation details (10-fold Crossvalidation)